At least two major Silicon Valley companies routinely push back on demands from federal authorities for customer Internet data in an attempt to minimize the information released, said people familiar with the process.

At Google Inc., senior lawyers carefully examine each order by hand, and when they think the requests are too far-reaching they contest them, said a person familiar with the practice, who added the company's approach...